num_prob_collect::regularization Namespace Reference

Namespace of regularization. More...

Namespaces
namespace	impl
	Namespace of implementations.

Classes
class	blur_sine
	Class of problem of blurred sine function. More...

Functions
template<typename Matrix >
auto	dense_diff_matrix (num_collect::index_type rows, num_collect::index_type cols) -> Eigen::CwiseNullaryOp< impl::dense_diff_matrix_functor< Matrix >, Matrix >
	Create a dense differential matrix.
template<typename Matrix >
auto	dense_diff_matrix (num_collect::index_type size) -> Eigen::CwiseNullaryOp< impl::dense_diff_matrix_functor< Matrix >, Matrix >
	Create a dense differential matrix.
template<num_collect::base::concepts::sparse_matrix Matrix>
void	sparse_blur_matrix (Matrix &mat, num_collect::index_type rows, num_collect::index_type cols)
	Create a sparse blur matrix.
template<num_collect::concepts::sparse_matrix Matrix>
auto	sparse_diff_matrix (num_collect::index_type size) -> Matrix
	Create a sparse differential matrix.
template<num_collect::concepts::sparse_matrix Matrix>
auto	sparse_diff_matrix_2d (num_collect::index_type outer_size, num_collect::index_type inner_size) -> Matrix
	Create a sparse differential matrix in 2D.

Detailed Description

Namespace of regularization.

Function Documentation

dense_diff_matrix() [1/2]

template<typename Matrix >

auto num_prob_collect::regularization::dense_diff_matrix ( num_collect::index_type rows, num_collect::index_type cols ) -> Eigen::CwiseNullaryOp<impl::dense_diff_matrix_functor<Matrix>, Matrix>

inlinenodiscard

Create a dense differential matrix.

Template Parameters

Matrix

Type of the matrix.

Parameters

[in]	rows	Number of rows.
[in]	cols	Number of columns.

Returns

Expression.

Definition at line 77 of file dense_diff_matrix.h.

dense_diff_matrix() [2/2]

template<typename Matrix >

auto num_prob_collect::regularization::dense_diff_matrix ( num_collect::index_type size ) -> Eigen::CwiseNullaryOp<impl::dense_diff_matrix_functor<Matrix>, Matrix>

inlinenodiscard

Create a dense differential matrix.

Template Parameters

Matrix

Type of the matrix.

Parameters

[in]

size

Size (number of columns).

Returns

Expression.

Definition at line 92 of file dense_diff_matrix.h.

sparse_blur_matrix()

template<num_collect::base::concepts::sparse_matrix Matrix>

void num_prob_collect::regularization::sparse_blur_matrix ( Matrix & mat, num_collect::index_type rows, num_collect::index_type cols )

inline

Create a sparse blur matrix.

Template Parameters

Matrix

Type of the matrix.

Parameters

[out]	mat	Matrix.
[in]	rows	Number of rows. (Size of data.)
[in]	cols	Number of columns. (Size of solution.)

Definition at line 42 of file sparse_blur_matrix.h.

sparse_diff_matrix()

template<num_collect::concepts::sparse_matrix Matrix>

auto num_prob_collect::regularization::sparse_diff_matrix ( num_collect::index_type size ) -> Matrix

nodiscard

Create a sparse differential matrix.

Template Parameters

Matrix

Type of the matrix.

Parameters

[in]

size

Size (number of columns).

Returns

Matrix.

Definition at line 39 of file sparse_diff_matrix.h.

sparse_diff_matrix_2d()

template<num_collect::concepts::sparse_matrix Matrix>

auto num_prob_collect::regularization::sparse_diff_matrix_2d ( num_collect::index_type outer_size, num_collect::index_type inner_size ) -> Matrix

nodiscard

Create a sparse differential matrix in 2D.

Template Parameters

Matrix

Type of the matrix.

Parameters

[in]	outer_size	Size of the outer dimension.
[in]	inner_size	Size of the inner dimension.

Returns

Matrix.

Difference for the inner index.

Definition at line 40 of file sparse_diff_matrix_2d.h.